Essays about: "Intelligent traffic system"

Showing result 16 - 20 of 47 essays containing the words Intelligent traffic system.

1. 16. Short term traffic speed prediction on a large road network

   University essay from KTH/Matematisk statistik

   Author : Titing Cui; [2019]
   Keywords : ;

   Abstract : Traffic flow speed prediction has been an important element in the application of intelligent transportation system (ITS). The timely and accurate traffic flow speed prediction can be utilized to support the control, management, and improvement of traffic conditions. READ MORE

3. 17. An evaluation of deep neural network approaches for traffic speed prediction

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Cosar Ghandeharioon; [2018]
   Keywords : Deep Learning; Regression; Time Series; LSTM; Neural decomposition.; Djupinlärning; Regression; Tidsserier; LSTM; Neural dekomposition.;

   Abstract : The transportation industry has a significant effect on the sustainability and development of a society. Learning traffic patterns, and predicting the traffic parameters such as flow or speed for a specific spatiotemporal point is beneficial for transportation systems. READ MORE

4. 18. Scalable System-Wide Traffic Flow Predictions Using Graph Partitioning and Recurrent Neural Networks

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Jón Reginbald Ivarsson; [2018]
   Keywords : Traffic Flow Prediction; Machine Learning; Recurrent Neural Network; Graph Partitioning; Big Data; Trafikprognoser; Maskininlärning; Återkommande Neuralt Nätverk; Graf Partitionering; Big Data;

   Abstract : Traffic flow predictions are an important part of an Intelligent Transportation System as the ability to forecast accurately the traffic conditions in a transportation system allows for proactive rather than reactive traffic control. Providing accurate real-time traffic predictions is a challenging problem because of the nonlinear and stochastic features of traffic flow. READ MORE

5. 19. Trajectory generation for safe overtaking maneuver inautonomous vehicles : Evaluated in lane merging scenario utilizing a trajectory planner

   University essay from KTH/Industriell ekonomi och organisation (Inst.)

   Author : MOAAJ BHANA; [2018]
   Keywords : ;

   Abstract :  More than 1.2 million people die each year due to road traffic injuries [1]. In order to reduce traffic accidents and human errors, autonomous vehicles is been the subject of intense research. READ MORE

6. 20. Incentives for user-generated content in intelligent transportation systems : Which incentives are useful for increasing quality content in the field of intelligent transportation system traffic applications?

   University essay from

   Author : Anton Kemppainen; Arvid Wikström Wirén; [2018]
   Keywords : User-generated content; intelligent transportation system; ITS; incentives; UGC; application; traffic;

   Abstract : For applications that rely on User-Generated Content (UGC), there is a need to find what may motivate the applications user base to consistently contribute with quality content. One category of such applications is Intelligent Transportation Systems (ITS) traffic applications, which serve a specific goal; providing useful traffic-oriented content. READ MORE